{"id":"W2151152779","doi":"10.3816/ccc.2008.n.031","title":"Lymph Node Evaluation in Early-Stage Colon Cancer","year":2008,"lang":"en","type":"review","venue":"Clinical Colorectal Cancer","topic":"Colorectal Cancer Surgical Treatments","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":false,"ca_institutions":"St. Michael's Hospital; University of Toronto","funders":"","keywords":"Medicine; Colorectal cancer; Sentinel lymph node; Lymph node; Lymph; Stage (stratigraphy); Oncology; Biopsy; Cancer; Breast cancer; Melanoma; Internal medicine; Radiology; Pathology; Cancer research","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001103883,0.001060422,0.005278429,0.0004185683,0.0001261024,0.00004076287,0.0004313028,0.001633834,0.00300134],"category_scores_gemma":[0.001053878,0.0008557446,0.001938896,0.001607575,0.0004954924,0.0001417326,0.0002667723,0.001751445,0.0003582019],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.006053998,"about_ca_system_score_gemma":0.00667374,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002183707,"about_ca_topic_score_gemma":0.001360937,"domain_scores_codex":[0.9920254,0.001120543,0.00264758,0.001812839,0.001411567,0.0009820232],"domain_scores_gemma":[0.9957067,0.001478432,0.001002437,0.0007004731,0.0004622717,0.000649701],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001329256,0.0007473142,0.05758283,0.003436542,0.0007380505,0.0005121105,0.00005508283,0.00001284583,3.273645e-7,0.000005528304,0.00102178,0.9345583],"study_design_scores_gemma":[0.005922463,0.0008332835,0.08284012,0.01608536,0.002692001,0.00008103582,0.000005603795,0.0001884027,0.0000037456,0.00001223082,0.8904501,0.0008856141],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.06671238,0.9204316,5.816169e-7,0.000131543,0.002696201,0.00488896,0.0003577661,0.0001409182,0.00464006],"genre_scores_gemma":[0.004729643,0.9826866,0.00005370218,0.0003594052,0.001369836,0.008723274,0.0002699492,0.0002084205,0.001599128],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9336727,"threshold_uncertainty_score":0.9996623,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2162307945840904,"score_gpt":0.5040143930026015,"score_spread":0.2877835984185111,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}